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Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "Its the same way in …" 970 comments · Page 1 of 39
GOING SET THE PHONE CALLS EACH PLANET ROCK EACH WORLD ONLY NEED CLEAN AND CLEAR GET THE HUMANOIDS AND THEE UP DATED ON THE PHONE TODAY BEEN WORKING ON THIS THY SOURCE ONE SOURCE/ ANY …
GOING SET THE PHONE CALLS EACH PLANET ROCK EACH WORLD ONLY NEED CLEAN AND CLEAR GET THE HUMANOIDS AND THEE UP DATED ON THE PHONE TODAY BEEN WORKING ON THIS THY SOURCE ONE SOURCE/ ANY IN CANADA MAKE THEM CANADIAN AS YOU WAS TOLD TWO US THE PRESTON MANNING PLAN MAKE SURE THE JOB WAITING YOU ARE SKILLED WORKERS AS THE WHITE AND DARK SIN ARE LAZY WANT BIG JOB WITH THEY KNOW HURK AND THE HOE CREW ON TAXES. THIS WAS MOVED AS THE WORKERS START AT THE BOTTOM LEARN THE JOB WORK KNOWING IF THEY IN THE NATION HIS GIVES ALL THE TIME MOVE FORWARD .. THEY KNOW ABOUT MY CLASS EACH WORLD THE CANADIAN EXPERIENCE . IF ANY SAYING THY ALLAH SOURCE TIMOTHY CAMERON DREW DOES KNOW .. YOUR IGNORANCE AS FRAMED THEM SELFS AS ANY WITH MIND FUNCTION THINKING THEY STEALING AS IT ONLY ONE GUY . BUY BY STOOGES ....THIS WHY YOU CANT' READ SAME AS THY CANT WRITE THAT THE PUNK's JOKE ABOUT THY SPELLING WHY PAY ANY THEM HUMP's WRITE SPELL READ THE MINDS OF THEM ARE RUDE STOOGE WITH NOT ANY COMPREHENSION AS LOOK AT ART OF CHINA WRITING LOOK AT MY SPEAKING WAYS WANTS ARABIC AS WORDS NOT IN THE ENG LISH THE REAL TERRORIST THAT THINK THEY BETTER STEALING FROM MY LIFE THY COMPANYS THEN CLAIMS THAT DUMBEST HOE HANDLE HURK's ANY EVER SEEN . THINK TIMOTHY ONLY READ GRADE 5 WHY EVERY NEW PAPER EVER MADE ANY NATION GRADE 5 HURK's OF STEALING PISS ANT's .!!!! SPELLING READING COVERED VIDEO EASY SPEAKING COMPTERS GOT THAT WHY ANY NEED SPIRIT FAT CAT CRIME FAMILY WITH THE R THY TIMOTHY MOUTH THEY HAVE ACTORS AND HOE's WITH MALL COP SUCKER's PROTECTING FOOL's >>>> MOVING FORWARD WITH OUT THE PASSED AS THE JEWISH SAY PASSED OVER ARMY OF REMOVE THIS ISREAL ZOINIST DEVIL FAMILY FRAME BLAME GAME LOOK AT THE USELESS IDIOTs . STARTING FIGHTS WHY THE FAT CAT THINK NO OTHERS COULD WATCH THEM STEALING FROM WHO THE OE FRAMED THE FOOL'S ... THINK YOUR TRAPPED FROM WHAAT YOU DID AND SAID ... WHO CARES ABOUT WHO SAID THAT HUSTLERS THAT TRAPPED YOU FOOL's THAT WHO THEY ARE. YOU LEARN YOU JUST BECOME DUST STONE THAT EASY .... THINK ABOUT THE NATION THAT YOU ARMY KILLED ???? TAX STEALING PAY YOUR ROYAL FOIL DEVIL FAMILY's WHO FAT CATS GOVERNMENTS EXP AND WAGES EARNING RETIREMENT FUND'S ... THE CREW OF CONVICT DEMON SALES ON STOOGE'S YOU LEARN DID THIS ON EVERY FORM YOUR JUST MIND ARE AND OR HAS BEEN LOST IN THEM SELF'S . HAVE JOB GOING FOR THE FUTURE AS AND AS CLEAN AND CLEAR !!!! GET THIS EARTH GARDEN AS HUB HEAR IN CALL ANY HUMAN AND OTHERS FORMS PLANETS ROCK's EACH WORLD . THEY WATCH CALL THE PLANET WITH NEWS OUT LET THEY COULD NOT CALL MESSAGE THEY WANT TALK WRONG PLANET
Identity Attack0.14007242
Insult0.93425286
Profanity0.018247532
Threat0.0069734706
Severe Toxicity0.0021460403
Toxic 0.93778807 Insult Meta_Commentary
Apr 16, 2025
Jason Kenny? Why would I want to listen to this sack of shit? He's a fake conservative and more like a liberal with his authoritarian way fuck him and fuck you too
Jason Kenny? Why would I want to listen to this sack of shit? He's a fake conservative and more like a liberal with his authoritarian way fuck him and fuck you too
Identity Attack0.44690517
Insult0.7775208
Profanity0.8690192
Threat0.17964768
Severe Toxicity0.50703704
Toxic 0.9288007 Low Con 0.292 Insult Identity_Assertion
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter …
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter than him. Talking about below 70 iq… how many Africans have you checked their iq and what metrics did you use to check? Your westernized test. May thunder strike down that idiotic fool, stupid ass fuul.
Identity Attack0.6637263
Insult0.8131897
Profanity0.7796426
Threat0.40603778
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
What kind of fucking idiots think this is partisan? If the Liberals are found to be commiting treason. Charge them for it. This is such disgusting behavior that the Liberals can act this way.
Identity Attack0.2823795
Insult0.8634578
Profanity0.71218073
Threat0.13178273
Severe Toxicity0.35368225
Toxic 0.90451443 Low Con 0.211 Insult Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Ya they done fucked that country up. It's time for them to fuck America the rest of the way up.
Ya they done fucked that country up. It's time for them to fuck America the rest of the way up.
Identity Attack0.38230872
Insult0.489133
Profanity0.8855216
Threat0.13549154
Severe Toxicity0.44787344
Toxic 0.8988238 Low Con 0.22 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
this is Invasion to destroy the way we live fock you all
this is Invasion to destroy the way we live fock you all
Identity Attack0.316
Insult0.5739874
Profanity0.78491896
Threat0.13815513
Severe Toxicity0.45077345
Toxic 0.89241093 Low Con 0.289 Insult Fear_Threat
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
NO FUCKING WAY YOU CAME TO BRAMPTON AND I HAD NO IDEA
NO FUCKING WAY YOU CAME TO BRAMPTON AND I HAD NO IDEA
Identity Attack0.04538634
Insult0.43450394
Profanity0.87472564
Threat0.014220826
Severe Toxicity0.45293763
Toxic 0.89241093 Low Con 0.253 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
"Its like home" Yes, because they made it that way. Fucking disgusting, coming to another country and turning it into your own shithole country
"Its like home" Yes, because they made it that way. Fucking disgusting, coming to another country and turning it into your own shithole country
Identity Attack0.5135796
Insult0.6306599
Profanity0.85672
Threat0.0113014765
Severe Toxicity0.3735507
Toxic 0.88599813 Low Con 0.244 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They come here from their shit holes and are turning Canada into a shit hole. STOP third world immigrants from coming into Canada. They come here with ZERO skills, unable to even speak the language, …
They come here from their shit holes and are turning Canada into a shit hole. STOP third world immigrants from coming into Canada. They come here with ZERO skills, unable to even speak the language, all they do is burden the Canadian taxpayer and in no way benefit Canada.
Identity Attack0.6220118
Insult0.68668073
Profanity0.7246992
Threat0.026652548
Severe Toxicity0.35368225
Toxic 0.85173553 Low Con 0.238 Identity Attack Insult
Nov 29, 2025 How Canada broke its immigration …
at least they are going to find christianity instead of that nasty and wrong way of worship. FREE CASH IS CRAP, WORST VIDEO EVER
at least they are going to find christianity instead of that nasty and wrong way of worship. FREE CASH IS CRAP, WORST VIDEO EVER
Identity Attack0.44690517
Insult0.57566804
Profanity0.59166485
Threat0.020609349
Severe Toxicity0.34977677
Toxic 0.8460273 Low Con 0.197 Insult Moral_Argument
Feb 12, 2026 Inside Canada's Indian Invasion...
That shit is crazy man.. I'm sure they're dying to make their way into the USA next
That shit is crazy man.. I'm sure they're dying to make their way into the USA next
Identity Attack0.15945168
Insult0.5130944
Profanity0.8089582
Threat0.13815513
Severe Toxicity0.26766825
Toxic 0.8460273 Moderate Con 0.382 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed …
Again people STOP VOTING LIBERAL!!!!!!!! BOOMERS stop voting liberal!!!! Elbows aren't up, their way f**&^% ing down!!!!! You were duped ,the liberal government has done jack sh*&^^%%% . Stop voting for evil idiots!!! Im pissed off lives are being ruined destroyed!!! This was not happening 10 yrs ago canada was still canada now I dont recognize the very country I was born and raised in 53 yrs I dont even know the country anymore!!!!!! Sooooo f**&^^ ing angry!!
Identity Attack0.37082586
Insult0.71551245
Profanity0.6001929
Threat0.06593887
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.421 Insult Call_To_Action
Sep 4, 2025 Why Canadians Are Turning Against …
Omg.... i live in India and watching this shit makes my blood boil. I want to leave india for all the shit they have, and these guys are polluting the same shit everywhere else. Please …
Omg.... i live in India and watching this shit makes my blood boil. I want to leave india for all the shit they have, and these guys are polluting the same shit everywhere else. Please dont give these guys space, it should be a natural selection. We should be moving forward and not the other way around.
Identity Attack0.5135796
Insult0.5723624
Profanity0.80158395
Threat0.094697006
Severe Toxicity0.35368225
Toxic 0.8403191 Moderate Con 0.446 Identity Attack Insult
Nov 28, 2025 Inside Canada's Indian Metropolis (Brampton)
😢Dude, you might be the worst "journalist" ever Like bro, go back to making Mr Beast videos But srsly, way to just piggyback off nick shirley in attempt that you can use your xenophobic/racist narratives …
😢Dude, you might be the worst "journalist" ever Like bro, go back to making Mr Beast videos But srsly, way to just piggyback off nick shirley in attempt that you can use your xenophobic/racist narratives to bait views "Inside Canada's Indian invasion", it's one fucking town in Canada.. Hate to break it to you there's thousands of towns across the world that have large ethnic communities Just shut your channel down, or go back to making more brain rot 🤦you're the problem in this world
Identity Attack0.38185352
Insult0.65129566
Profanity0.541926
Threat0.18597278
Severe Toxicity0.45895407
Toxic 0.82048255 Moderate Con 0.407 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
i didnt know white ppl have iq to flim video, bloody dumb retards btw your pale body is way bright for my eyes,
i didnt know white ppl have iq to flim video, bloody dumb retards btw your pale body is way bright for my eyes,
Identity Attack0.65625757
Insult0.6798578
Profanity0.5188411
Threat0.09623027
Severe Toxicity0.39194742
Toxic 0.78855824 Low Con 0.194 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
🇨🇦Indian & Whites🇬🇶...Learn to Share...Get Along...Both of You Mate Well as U.S Border Jumpers ; 🌷👳🏽‍♂️👳🏽‍♀️💔🙎🏼‍♂️🙎‍♀️🥀; Indians' has Come Way Before I Ever Want To; Leave Me & African Americans Out of It! CANADA💩♨️🏚🪳🕸🏚🕸🕷🏚🔥💩SUCKS!
🇨🇦Indian & Whites🇬🇶...Learn to Share...Get Along...Both of You Mate Well as U.S Border Jumpers ; 🌷👳🏽‍♂️👳🏽‍♀️💔🙎🏼‍♂️🙎‍♀️🥀; Indians' has Come Way Before I Ever Want To; Leave Me & African Americans Out of It! CANADA💩♨️🏚🪳🕸🏚🕸🕷🏚🔥💩SUCKS!
Identity Attack0.6649212
Insult0.6407567
Profanity0.541926
Threat0.13853464
Severe Toxicity0.45895407
Toxic 0.78711975 Moderate Con 0.409 Identity Attack Insult
Jan 29, 2026 Inside Canada's Indian Invasion...
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Btw that guy Sidhu is probably on his way back to India, he's fucked 😂
Identity Attack0.40713623
Insult0.4962726
Profanity0.7181329
Threat0.040638234
Severe Toxicity0.35368225
Toxic 0.7856813 Low Con 0.265 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
No, bike-guy isn't "racist as the next guy," He's _way_ more racist than the rest of us goras in Brampton. That's some Archie Bunker shit.
No, bike-guy isn't "racist as the next guy," He's _way_ more racist than the rest of us goras in Brampton. That's some Archie Bunker shit.
Identity Attack0.33675182
Insult0.6099415
Profanity0.77181685
Threat0.011405042
Severe Toxicity0.16960317
Toxic 0.78207105 Moderate Con 0.371 Insult Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy …
How is it that you only see white people homeless . Never see a brown person,or Chinese person on the streets homeless. Canada government look after your own Canadians first . Stop letting our enemy nations into our Canada. They don't like western ways or white people.they didn't do there research . Stupid Humans.😊
Identity Attack0.57150364
Insult0.7657292
Profanity0.29209393
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.7761081 Moderate Con 0.377 Identity Attack Insult Unverified_Claim
Oct 30, 2025 Why Canadians Are Turning Against …
Way to go stupid evil governments to many of one is by design ridiculous evil bought out bureaucrats and politicians Lord Jesus bring your judgment upon this country it deserves it , Canada is lost
Way to go stupid evil governments to many of one is by design ridiculous evil bought out bureaucrats and politicians Lord Jesus bring your judgment upon this country it deserves it , Canada is lost
Identity Attack0.30256465
Insult0.7775208
Profanity0.2882351
Threat0.016465442
Severe Toxicity0.04666401
Toxic 0.7701451 Low Con 0.172 Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
They're dirty, rude and entitled. All they want it handouts and scream racism if they dont hey their way. Its old and pathetic.
Identity Attack0.11744241
Insult0.7804726
Profanity0.2337357
Threat0.0101363575
Severe Toxicity0.02439716
Toxic 0.7675452 Moderate Con 0.306 Insult Identity_Assertion
Sep 6, 2025 1 likes Why Canadians Are Turning Against …
I would love to see any of these new immigrants that are here now and trying to change our way of living to theirs. Go try that shit in Russia or Syria or Africa even. …
I would love to see any of these new immigrants that are here now and trying to change our way of living to theirs. Go try that shit in Russia or Syria or Africa even. They will beat your ass and put you In your place so fast.
Identity Attack0.54996765
Insult0.5239335
Profanity0.7107322
Threat0.36820486
Severe Toxicity0.2847981
Toxic 0.7675452 Low Con 0.298 Identity Attack Insult Comparative_Framing
Sep 3, 2025 Why Canadians Are Turning Against …
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Identity Attack0.50917345
Insult0.5739874
Profanity0.759977
Threat0.26455072
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.31 Identity Attack Insult Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Your banner says you are an outlet to provide news without bias for fear, yet all you release are fear-mongering, race-baiting videos for idiots. Have you lost your way? I am blocking your channel because …
Your banner says you are an outlet to provide news without bias for fear, yet all you release are fear-mongering, race-baiting videos for idiots. Have you lost your way? I am blocking your channel because I do not want to feed the algorithm and promote your sleezy hate videos. You find the whitest, shittiest people you can find and let them spread their garbage. Channels like yours need to be stomped out.
Identity Attack0.50515765
Insult0.65865606
Profanity0.541926
Threat0.34552678
Severe Toxicity0.3525603
Toxic 0.7510937 Moderate Con 0.321 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.